The Small Business Association may be able to help you.
And local banks usually offer these loans to people looking to start a business. Usually you must create a business plan first and have a good idea about how the business will pay back the loan from revenue.
Also many lenders will ask for a personal guarantee or collateral against the loan in case the business fails.